That's not a problem at all! In the fortune 500 there are plenty of companies with "problems" that used to be solved with boring things like "averages" and "bus

That's not a problem at all! In the fortune 500 there are plenty of companies with "problems" that used to be solved with boring things like "averages" and "business logic", but now you can replace those things with LSTMs and Deep NLP models and get half the performance with several orders of magnitude more complexity! The best part is the people building these systems have none of that annoying "engineering background" baggage that will mean they don't worry about stupid stuff like support and maintenance, or even basic debugging: if the model breaks you just build a brand new one!